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Upload model_index.json with huggingface_hub

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+ {
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+ "default_variant": "knn_21T_k1_euclidean",
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+ "model_type": "knn",
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+ "description": "DOM Formula Assignment using KNN - Multiple model variants trained on different data sources",
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+ "total_variants": 16,
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+ "ensemble_count": 8,
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+ "single_count": 8,
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+ "variants": {
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+ "knn_21T_k1_euclidean": {
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+ "data_source": "21T",
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+ "k_neighbors": 1,
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+ "metric": "Euclidean",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-21T_K1_Euclidean.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 21T data with k=1, metric=Euclidean"
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+ }
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+ },
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+ "knn_21T_k1_manhattan": {
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+ "data_source": "21T",
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+ "k_neighbors": 1,
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+ "metric": "Manhattan",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-21T_K1_Manhattan.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 21T data with k=1, metric=Manhattan"
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+ }
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+ },
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+ "knn_21T_k3_euclidean": {
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+ "data_source": "21T",
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+ "k_neighbors": 3,
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+ "metric": "Euclidean",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-21T_K3_Euclidean.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 21T data with k=3, metric=Euclidean"
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+ }
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+ },
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+ "knn_21T_k3_manhattan": {
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+ "data_source": "21T",
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+ "k_neighbors": 3,
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+ "metric": "Manhattan",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-21T_K3_Manhattan.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 21T data with k=3, metric=Manhattan"
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+ }
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+ },
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+ "knn_7T_k1_euclidean": {
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+ "data_source": "7T",
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+ "k_neighbors": 1,
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+ "metric": "Euclidean",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-7T_K1_Euclidean.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 7T data with k=1, metric=Euclidean"
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+ }
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+ },
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+ "knn_7T_k1_manhattan": {
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+ "data_source": "7T",
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+ "k_neighbors": 1,
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+ "metric": "Manhattan",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-7T_K1_Manhattan.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 7T data with k=1, metric=Manhattan"
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+ }
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+ },
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+ "knn_7T_k3_euclidean": {
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+ "data_source": "7T",
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+ "k_neighbors": 3,
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+ "metric": "Euclidean",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-7T_K3_Euclidean.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 7T data with k=3, metric=Euclidean"
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+ }
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+ },
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+ "knn_7T_k3_manhattan": {
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+ "data_source": "7T",
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+ "k_neighbors": 3,
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+ "metric": "Manhattan",
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+ "is_ensemble": false,
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+ "filename": "models/knn_model_Model-7T_K3_Manhattan.joblib",
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+ "training_version": null,
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+ "performance": {
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+ "description": "KNN model trained on 7T data with k=3, metric=Manhattan"
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+ }
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+ },
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+ "knn_7T21T_k1_euclidean_ensemble": {
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+ "data_source": "7T-21T",
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+ "k_neighbors": 1,
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+ "metric": "Euclidean",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-7T-21T_K1_Euclidean_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-7T-21T_K1_Euclidean_DOM_training_set_ver3.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-7T-21T_K1_Euclidean_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on 7T-21T data with k=1, metric=Euclidean"
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+ }
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+ },
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+ "knn_7T21T_k1_manhattan_ensemble": {
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+ "data_source": "7T-21T",
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+ "k_neighbors": 1,
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+ "metric": "Manhattan",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-7T-21T_K1_Manhattan_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-7T-21T_K1_Manhattan_DOM_training_set_ver3.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-7T-21T_K1_Manhattan_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on 7T-21T data with k=1, metric=Manhattan"
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+ }
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+ },
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+ "knn_7T21T_k3_euclidean_ensemble": {
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+ "data_source": "7T-21T",
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+ "k_neighbors": 3,
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+ "metric": "Euclidean",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-7T-21T_K3_Euclidean_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-7T-21T_K3_Euclidean_DOM_training_set_ver3.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-7T-21T_K3_Euclidean_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on 7T-21T data with k=3, metric=Euclidean"
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+ }
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+ },
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+ "knn_7T21T_k3_manhattan_ensemble": {
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+ "data_source": "7T-21T",
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+ "k_neighbors": 3,
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+ "metric": "Manhattan",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-7T-21T_K3_Manhattan_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-7T-21T_K3_Manhattan_DOM_training_set_ver3.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-7T-21T_K3_Manhattan_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on 7T-21T data with k=3, metric=Manhattan"
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+ }
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+ },
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+ "knn_Synthetic_k1_euclidean_ensemble": {
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+ "data_source": "Synthetic",
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+ "k_neighbors": 1,
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+ "metric": "Euclidean",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-Synthetic_K1_Euclidean_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-Synthetic_K1_Euclidean_DOM_training_set_ver3.joblib",
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+ "models/knn_model_Model-Synthetic_K1_Euclidean_synthetic_data.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-Synthetic_K1_Euclidean_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on Synthetic data with k=1, metric=Euclidean"
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+ }
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+ },
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+ "knn_Synthetic_k1_manhattan_ensemble": {
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+ "data_source": "Synthetic",
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+ "k_neighbors": 1,
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+ "metric": "Manhattan",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-Synthetic_K1_Manhattan_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-Synthetic_K1_Manhattan_DOM_training_set_ver3.joblib",
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+ "models/knn_model_Model-Synthetic_K1_Manhattan_synthetic_data.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-Synthetic_K1_Manhattan_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on Synthetic data with k=1, metric=Manhattan"
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+ }
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+ },
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+ "knn_Synthetic_k3_euclidean_ensemble": {
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+ "data_source": "Synthetic",
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+ "k_neighbors": 3,
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+ "metric": "Euclidean",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-Synthetic_K3_Euclidean_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-Synthetic_K3_Euclidean_DOM_training_set_ver3.joblib",
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+ "models/knn_model_Model-Synthetic_K3_Euclidean_synthetic_data.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-Synthetic_K3_Euclidean_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on Synthetic data with k=3, metric=Euclidean"
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+ }
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+ },
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+ "knn_Synthetic_k3_manhattan_ensemble": {
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+ "data_source": "Synthetic",
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+ "k_neighbors": 3,
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+ "metric": "Manhattan",
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+ "is_ensemble": true,
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+ "ensemble_members": [
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+ "models/knn_model_Model-Synthetic_K3_Manhattan_DOM_training_set_ver2.joblib",
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+ "models/knn_model_Model-Synthetic_K3_Manhattan_DOM_training_set_ver3.joblib",
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+ "models/knn_model_Model-Synthetic_K3_Manhattan_synthetic_data.joblib"
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+ ],
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+ "filename": "models/knn_model_Model-Synthetic_K3_Manhattan_DOM_training_set_ver2.joblib",
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+ "performance": {
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+ "description": "KNN model trained on Synthetic data with k=3, metric=Manhattan"
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+ }
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+ }
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+ }
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+ }